Security for the Age of AI Code.

Cipher scans, tests, and actively verifies vulnerabilities in AI-generated codebases — delivering confirmed risk instead of false positives.

cipher — exploit verification engine

The Problem

AI tools are generating production code at unprecedented speed. Security tools were built for human-written software. Cipher is built for what comes next.

YC-backed startups
AI-native teams
DevOps-heavy orgs
Security-first companies

Platform Modules

Modular security infrastructure

Six integrated modules. One unified platform. Built for AI-generated code from day one.

Core

Cipher Core

Static + AI-powered analysis engine. Purpose-built pattern detection for AI-generated code, not legacy signatures.

Labs

Cipher Labs

Exploit simulation and vulnerability verification. Confirms findings by attempting controlled exploits in isolation.

Scan

Cipher Scan

CI/CD pipeline integration. Runs on every push and PR — blocks deployment when verified risks are found.

Shield

Cipher Shield

Runtime protection insights. Continuous monitoring and threat surface analysis across deployed environments.

Vault

Cipher Vault

Secrets and credential detection. Identifies hardcoded keys, tokens, and sensitive data before they ship.

Sentinel

Cipher Sentinel

Autonomous scanning agent. Continuously monitors your codebase without manual intervention or configuration.

How It Works

Scan. Verify. Ship.

From push to production — verified security in four steps.

Step 01

Connect

Link your repository. Cipher integrates natively with your CI/CD pipeline via GitHub Actions — zero configuration required.

Step 02

Scan

AI-native analysis detects vulnerabilities specific to AI-generated code patterns — beyond static signatures and known CVEs.

Step 03

Verify

Cipher Labs attempts controlled exploit simulation inside isolated environments. Real vulnerabilities are confirmed — false positives are dismissed.

Step 04

Ship

Deploy with confidence. Only verified findings block your pipeline. No noise, no guesswork, no wasted cycles on phantom alerts.

Proof, Not Promises

Verified. Not assumed.

Every metric backed by exploit simulation — not pattern matching.

97%
Noise Reduction
False positives eliminated through exploit verification
<2s
Average Scan Time
Production-grade speed that never blocks your pipeline
0
False Positives Shipped
Every finding is verified before it reaches your team
24/7
Autonomous Monitoring
Sentinel runs continuously — no manual intervention

Vulnerability Coverage

Mapped to OWASP Top 10 and CWE. Optimized for AI-generated code patterns.

SQL Injection
Command Injection
XSS Vulnerabilities
Hardcoded Secrets
Insecure JWT
SSRF
Prototype Pollution
Path Traversal
Unsafe Deserialization
Broken Access Control
Cryptographic Failures
Security Misconfiguration

Request Access

Ready to eliminate false positives?

Join AI-forward engineering teams securing their codebases with verified vulnerability detection.